WF / Guides
Guides for realtime video and world models
Practical write-ups for developers adding live AI video to a product: sessions, streaming transport, per-second cost and bringing your own model.
- Guide · 4 minHow per-second pricing works for realtime video, with worked examplesUnderstand ready-second video API billing, compare model rates and estimate session costs. Queueing and startup are free; release sessions to stop billing.Updated Oct 11, 2026
- Guide · 4 minHow to add live AI video to your app and pay per secondAdd live AI video to your product: choose a model, connect a session, stream frames, send controls and estimate ready-second costs with Windflow.Updated Oct 11, 2026
- Model hosting guide · 3 minHow to host LingBot-World as a realtime APIRun LingBot-World through a hosted API or evaluate self-hosting. Learn seed inputs, persistent movement, session costs and checks for an interactive app.Updated Oct 11, 2026
- Evaluation guide · 3 minHow to measure realtime video API latency and responsivenessMeasure first-frame time, control-to-visible delay, delivered FPS and stalls. Evaluate a realtime video or world model through the client your users see.Updated Oct 11, 2026
- Guide · 4 minHow to turn an open-source video model into a realtime APIPrepare a video model for a hosted realtime API: licensed weights, repeatable inference, streaming transport, session controls and measured performance.Updated Oct 11, 2026
- Performance guide · 3 minRealtime AI video on AMD GPUs: reading MI355X benchmarksRead Windflow's AMD MI355X video inference measurements with the right context: GPU count, resolution, generated windows, edit latency and runtime limits.Updated Oct 11, 2026
- API guide · 3 minRealtime video API: generate, edit and control live AI videoChoose a realtime video API for continuous generation, webcam editing or interactive worlds. Compare controls, latency, session lifecycle and usage costs.Updated Oct 11, 2026
- Guide · 5 minStreaming a video diffusion model to the browser: WebRTC or WebSocket?Deliver streaming video diffusion to the browser with WebRTC or WebSocket. Understand generation chunks, network trade-offs and visible latency.Updated Oct 11, 2026
- World model guide · 3 minWorld model API: embed a navigable AI world in your appEmbed navigable AI worlds with a hosted world model API. Compare LingBot, Matrix-Game, DreamX and ABot inputs, movement controls and integration limits.Updated Oct 11, 2026